Zyxware Technologies just released open source software that allows to track epidemics, for example malaria.
Excerpts from their blog entry:
The GIS interface uses Google maps to present the data on a real time basis on a map of the state. Cases of diseases are represented by markers on the map and easy visual analysis [...]
